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Adding article on Auditing Read World DP-Synthetic data#39

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yashmaurya01 wants to merge 1 commit intoOpenMined:mainfrom
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Adding article on Auditing Read World DP-Synthetic data#39
yashmaurya01 wants to merge 1 commit intoOpenMined:mainfrom
yashmaurya01:patch-1

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@yashmaurya01 yashmaurya01 commented Dec 28, 2024

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Article

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This article examines privacy vulnerabilities in synthetic financial data generation, revealing how differential privacy techniques can sometimes fail to prevent the leakage of sensitive personal information like names, emails, and phone numbers and be vulnerable to linkage attacks. It shows why a layered privacy approach is required and the need for auditing a dataset before releasing.

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  • I have followed the contribution guidelines
  • The resource is freely accessible (or marked if paid)
  • I have added it to the appropriate category
  • The link is functional
  • The description is clear and concise

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